Word

MLPERF

Status

Registered

Status Code

700

Status Date

Tuesday, November 21, 2023

Serial Number

97440876

Registration Number

7221602

Registration Date

Tuesday, November 21, 2023

Mark Type

4000

Filing Date

Thursday, June 2, 2022

Published for Opposition

Tuesday, September 5, 2023

Trademark Owner History

MLCommons Association - Original Registrant

Classifications

9 Downloadable computer software and mobile application for testing devices and servers for compliance with machine learning requirements; Downloadable computer software for measuring machine learning training accuracy, speed, performance, and efficiency in devices and servers; Downloadable computer software and mobile application for measuring machine learning inference accuracy, speed, performance, and efficiency in devices and servers; Downloadable computer software and mobile application for measuring mobile device and embedded device machine learning accuracy, speed, performance, and efficiency

35 Business services, namely, formulation of best practices for machine learning to accelerate progress in the field of machine learning; Collection and analysis of quality metric data and performance data for business purposes in the field of machine learning; Collection, and analysis of quality metric device and test data and performance device and test data pertaining to machine learning, namely, compiling and analyzing statistics, device test data, and server test data for business purposes; Providing business information in the nature of data sets pertaining to machine learning; Providing business data in the field of machine learning data for business purposes; Providing business information in the nature of benchmarking information in the field of machine learning for use to measure accuracy, speed, performance, efficiency; Business services, namely, formulation of best practices in the field of machine learning for use to measure accuracy, speed, performance, efficiency

42 Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of devices and servers pertaining to machine learning training accuracy, speed, performance, and efficiency; Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of devices and servers pertaining to machine learning inference accuracy, speed, performance, and efficiency; Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet these requirements in the field of mobile device and embedded device machine learning accuracy, speed, performance, and efficiency; Design and development of software and software in the field of mobile applications in the field of machine learning; Design and development of software and software in the field of mobile applications for testing devices and servers; Design and development of software and software in the field of mobile applications for testing devices and servers for compliance with machine learning requirements; Product quality testing of software in the field of machine learning; Product quality testing of computer hardware and hardware devices in the field of machine learning; Product quality testing of mobile devices and servers; Providing information in the field of software development in the field of machine learning; Providing information in the field of software development in the field of machine learning data; Providing information in the field of software development in the field of rules, references, and tools pertaining to machine learning

Trademark Events

Nov 21, 2023

Notice Of Registration Confirmation Emailed

Nov 21, 2023

Registered-Principal Register

Sep 5, 2023

Official Gazette Publication Confirmation E-Mailed

Sep 5, 2023

Published For Opposition

Aug 16, 2023

Notification Of Notice Of Publication E-Mailed

Jul 29, 2023

Approved For Pub - Principal Register

Jun 22, 2023

Teas/Email Correspondence Entered

Jun 22, 2023

Correspondence Received In Law Office

Jun 22, 2023

Teas Response To Office Action Received

Apr 6, 2023

Notification Of Non-Final Action E-Mailed

Apr 6, 2023

Non-Final Action E-Mailed

Apr 6, 2023

Non-Final Action Written

Mar 19, 2023

Assigned To Examiner

Jun 13, 2022

New Application Office Supplied Data Entered

Jun 6, 2022

New Application Entered